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ORCIDJournal of Biomedical Informatics, Volume 144
Volume 144, August 2023
- Junya Chen, Matthew Engelhard, Ricardo Henao, Samuel Berchuck, Brian Eichner, Eliana M. Perrin, Guillermo Sapiro, Geraldine Dawson
:
Enhancing early autism prediction based on electronic records using clinical narratives. 104390 - Tomoki Tsujimura, Koshi Yamada, Ryuki Ida, Makoto Miwa, Yutaka Sasaki:
Contextualized medication event extraction with striding NER and multi-turn QA. 104416 - Marissa Burgermaster, Pooja M. Desai, Elizabeth M. Heitkemper, Filippa Juul, Elliot G. Mitchell, Meghan Reading Turchioe, David J. Albers, Matthew E. Levine, Dagny Larson, Lena Mamykina:
Who needs what (features) when? Personalizing engagement with data-driven self-management to improve health equity. 104419 - Beatriz Monterde, Elena Rojano, José Córdoba-Caballero, Pedro Seoane, James Richard Perkins, Miguel Ángel Medina, Juan A. G. Ranea:
Integrating differential expression, co-expression and gene network analysis for the identification of common genes associated with tumor angiogenesis deregulation. 104421 - Mohan Timilsina, Dirk Fey, Samuele Buosi, Adrianna Janik, Luca Costabello, Enric Carcereny, Delvys Rodriguez Abreu, Manuel Cobo, Rafael Castro, Reyes Bernabé, Pasquale Minervini, Maria Torrente, Mariano Provencio, Vít Novácek:
Synergy between imputed genetic pathway and clinical information for predicting recurrence in early stage non-small cell lung cancer. 104424 - Chuan Hong, Liang Liang, Qianyu Yuan, Kelly Cho, Katherine P. Liao, Michael J. Pencina, David C. Christiani, Tianxi Cai:
Semi-supervised calibration of noisy event risk (SCANER) with electronic health records. 104425 - Davide Chicco, Giuseppe Jurman:
A statistical comparison between Matthews correlation coefficient (MCC), prevalence threshold, and Fowlkes-Mallows index. 104426
- Slawomir Kierner, Jacek Kucharski, Zofia Kierner:
Taxonomy of hybrid architectures involving rule-based reasoning and machine learning in clinical decision systems: A scoping review. 104428 - Ali Amirahmadi, Mattias Ohlsson, Kobra Etminani:
Deep learning prediction models based on EHR trajectories: A systematic review. 104430
- Tommaso Mario Buonocore, Claudio Crema, Alberto Redolfi, Riccardo Bellazzi, Enea Parimbelli:
Localizing in-domain adaptation of transformer-based biomedical language models. 104431 - Diwakar Mahajan, Jennifer J. Liang, Ching-Huei Tsou, Özlem Uzuner:
Overview of the 2022 n2c2 shared task on contextualized medication event extraction in clinical notes. 104432 - Shunqin Zhang, Sanguo Zhang, Huangdi Yi, Shuangge Ma:
Aligned deep neural network for integrative analysis with high-dimensional input. 104434
- Corneel Vandelanotte, Stewart Trost, Danya Hodgetts, Tasadduq Imam, Md. Mamunur Rashid, Quyen G. To, Carol Maher:
Increasing physical activity using an just-in-time adaptive digital assistant supported by machine learning: A novel approach for hyper-personalised mHealth interventions. 104435
- Nicholas I-Hsien Kuo, Federico Garcia, Anders Sönnerborg, Michael Böhm, Rolf Kaiser, Maurizio Zazzi, Mark N. Polizzotto, Louisa Jorm, Sebastiano Barbieri:
Generating synthetic clinical data that capture class imbalanced distributions with generative adversarial networks: Example using antiretroviral therapy for HIV. 104436 - Severin Kohler, Diego Boscá, Florian Kärcher, Birger Haarbrandt, Manuel Prinz, Michael Marschollek, Roland Eils:
Eos and OMOCL: Towards a seamless integration of openEHR records into the OMOP Common Data Model. 104437 - Amin Nayebi, Sindhu Tipirneni, Chandan K. Reddy, Brandon Foreman, Vignesh Subbian:
WindowSHAP: An efficient framework for explaining time-series classifiers based on Shapley values. 104438 - Annie T. Chen, Midori Komi, Sierrah Bessler, Sean P. Mikles, Yan Zhang:
Integrating statistical and visual analytic methods for bot identification of health-related survey data. 104439
- Maksims Kazijevs, Manar D. Samad:
Deep imputation of missing values in time series health data: A review with benchmarking. 104440
- Cheng Chen, Lingyun Luo, Chunlei Zheng, Pingjian Ding, Huan Liu, Hanyu Luo:
Self-prediction of relations in GO facilitates its quality auditing. 104441 - Chengsheng Mao, Jie Xu, Luke V. Rasmussen, Yikuan Li, Prakash Adekkanattu, Jennifer A. Pacheco, Borna Bonakdarpour, Robert Vassar, Li Shen, Guoqian Jiang, Fei Wang, Jyotishman Pathak, Yuan Luo:
AD-BERT: Using pre-trained language model to predict the progression from mild cognitive impairment to Alzheimer's disease. 104442
- Chihua Lu, Gail Jette, Zackary Falls, David M. Jacobs, Walter Gibson, Edward M. Bednarczyk, Tzu-Yin Kuo, Brynn Lape-Newman, Kenneth E. Leonard, Peter L. Elkin:
A cohort of patients in New York State with an alcohol use disorder and subsequent treatment information - A merging of two administrative data sources. 104443
- Wojciech Kusa, Óscar E. Mendoza, Petr Knoth, Gabriella Pasi, Allan Hanbury:
Effective matching of patients to clinical trials using entity extraction and neural re-ranking. 104444 - Xueyang Zhou, Qiming Fu, Jianping Chen, Lanhui Liu, Yunzhe Wang, You Lu, Hongjie Wu:
Extracting biomedical relation from cross-sentence text using syntactic dependency graph attention network. 104445
- Sapir Gershov, Daniel Braunold, Robert Spektor, Alexander Ioscovich, Aeyal Raz, Shlomi Laufer:
Automating medical simulations. 104446
- Kazuki Nakamura, Eiichiro Uchino, Noriaki Sato, Ayano Araki, Kei Terayama, Ryosuke Kojima, Koichi Murashita, Ken Itoh, Tatsuya Mikami, Yoshinori Tamada, Yasushi Okuno:
Individual health-disease phase diagrams for disease prevention based on machine learning. 104448 - Bolin Chen, Yu Han, Lin Yan:
A Few-shot learning approach for Monkeypox recognition from a cross-domain perspective. 104449 - Silvia Cascianelli, Arianna Galzerano, Marco Masseroli:
Supervised Relevance-Redundancy assessments for feature selection in omics-based classification scenarios. 104457
- Yao Ge, Yuting Guo, Sudeshna Das, Mohammed Ali Al-Garadi, Abeed Sarker:
Few-shot learning for medical text: A review of advances, trends, and opportunities. 104458
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